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News/State-space models through the lens of ensemble control
arxiv
PublishedOctober 2, 2026 at 4:00 AM

State-space models through the lens of ensemble control

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arXiv:2603.13587v2 Announce Type: replace-cross Abstract: State-space models (SSMs) are effective architectures for sequential modeling, but a rigorous theoretical understanding of their training dynamics is still lacking. We formulate continuous-time SSM parameter-path optimization as an ensemble o

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